{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:7BX7UBNOUKVOTGWXWSZBQPIP7M","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"d770815493f8a5f8b2ba20586a0b5ed1472b47eeca886ee454d1a9534bfc4e84","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2016-11-24T08:19:49Z","title_canon_sha256":"fca81f63bcfde47527c89b5e5b4bd5f0fa61e373b07ec66a293a1c3ff0f6f3cf"},"schema_version":"1.0","source":{"id":"1611.08091","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1611.08091","created_at":"2026-05-18T00:56:44Z"},{"alias_kind":"arxiv_version","alias_value":"1611.08091v1","created_at":"2026-05-18T00:56:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1611.08091","created_at":"2026-05-18T00:56:44Z"},{"alias_kind":"pith_short_12","alias_value":"7BX7UBNOUKVO","created_at":"2026-05-18T12:30:04Z"},{"alias_kind":"pith_short_16","alias_value":"7BX7UBNOUKVOTGWX","created_at":"2026-05-18T12:30:04Z"},{"alias_kind":"pith_short_8","alias_value":"7BX7UBNO","created_at":"2026-05-18T12:30:04Z"}],"graph_snapshots":[{"event_id":"sha256:bbc25603bc72bfee1fb4dca57b45f51a00c82c2c4e7ee57b63a7d4b3e70c6e9e","target":"graph","created_at":"2026-05-18T00:56:44Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"paper":{"abstract_excerpt":"Deep models have achieved impressive performance for face hallucination tasks. However, we observe that directly feeding the hallucinated facial images into recog- nition models can even degrade the recognition performance despite the much better visualization quality. In this paper, we address this problem by jointly learning a deep model for two tasks, i.e. face hallucination and recognition. In particular, we design an end-to-end deep convolution network with hallucination sub-network cascaded by recognition sub-network. The recognition sub- network are responsible for producing discriminat","authors_text":"Hongyang Chao, Junyu Wu, Shengyong Ding, Wei Xu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2016-11-24T08:19:49Z","title":"Deep Joint Face Hallucination and Recognition"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1611.08091","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:9ad3e5cf15be9c3a8eec6cdc006fd796410318e1ab7d2e6bd59ff69071977938","target":"record","created_at":"2026-05-18T00:56:44Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"d770815493f8a5f8b2ba20586a0b5ed1472b47eeca886ee454d1a9534bfc4e84","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2016-11-24T08:19:49Z","title_canon_sha256":"fca81f63bcfde47527c89b5e5b4bd5f0fa61e373b07ec66a293a1c3ff0f6f3cf"},"schema_version":"1.0","source":{"id":"1611.08091","kind":"arxiv","version":1}},"canonical_sha256":"f86ffa05aea2aae99ad7b4b2183d0ffb0d225bea423165cf23dcf8dd54dde087","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f86ffa05aea2aae99ad7b4b2183d0ffb0d225bea423165cf23dcf8dd54dde087","first_computed_at":"2026-05-18T00:56:44.438413Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:56:44.438413Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"IqA5M369TcgXfBiAE2wUW/PuPOVL/SfZiukj2e6Q11DaEM1At3YYNJ1ov74oczMtmpAHPGEk9p+8nvRBvpwQAw==","signature_status":"signed_v1","signed_at":"2026-05-18T00:56:44.439023Z","signed_message":"canonical_sha256_bytes"},"source_id":"1611.08091","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9ad3e5cf15be9c3a8eec6cdc006fd796410318e1ab7d2e6bd59ff69071977938","sha256:bbc25603bc72bfee1fb4dca57b45f51a00c82c2c4e7ee57b63a7d4b3e70c6e9e"],"state_sha256":"034e2ec7101ca92cb4153dc56da39065698fc30189f2b79c5dfc4d7b526c20d2"}